Triple
T1469607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Intelligence Council |
E27103
|
entity |
| Predicate | produces |
P490
|
FINISHED |
| Object |
Global Trends report series
The Global Trends report series is a set of forward-looking strategic assessments that analyze long-term global developments and their implications for the international system and U.S. interests.
|
E166893
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Global Trends report series | Statement: [National Intelligence Council, produces, Global Trends report series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Global Trends report series Context triple: [National Intelligence Council, produces, Global Trends report series]
-
A.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
B.
World Cities Report
The World Cities Report is a flagship publication that provides comprehensive analysis and data on global urbanization trends, challenges, and policy responses.
-
C.
Global Environment Outlook reports
Global Environment Outlook reports are comprehensive assessments produced by the United Nations Environment Programme that analyze the state of the global environment, emerging trends, and policy options for sustainable development.
-
D.
Trade and Development Report
The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
-
E.
World Health Report
The World Health Report is the World Health Organization’s flagship analytical publication that provides comprehensive assessments of global health trends, challenges, and policy priorities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Global Trends report series Triple: [National Intelligence Council, produces, Global Trends report series]
Generated description
The Global Trends report series is a set of forward-looking strategic assessments that analyze long-term global developments and their implications for the international system and U.S. interests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Global Trends report series Target entity description: The Global Trends report series is a set of forward-looking strategic assessments that analyze long-term global developments and their implications for the international system and U.S. interests.
-
A.
World Development Report
The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
-
B.
World Cities Report
The World Cities Report is a flagship publication that provides comprehensive analysis and data on global urbanization trends, challenges, and policy responses.
-
C.
Global Environment Outlook reports
Global Environment Outlook reports are comprehensive assessments produced by the United Nations Environment Programme that analyze the state of the global environment, emerging trends, and policy options for sustainable development.
-
D.
Trade and Development Report
The Trade and Development Report is a flagship annual publication that analyzes global economic trends and development issues from the perspective of the United Nations Conference on Trade and Development.
-
E.
World Health Report
The World Health Report is the World Health Organization’s flagship analytical publication that provides comprehensive assessments of global health trends, challenges, and policy priorities.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a496d25d6881909dbd84f86d763992 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c5d8bb68819095b7b413247ad657 |
completed | March 1, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e805fa481908d6428a4e2fb4c4a |
completed | March 8, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69ad0f0b145c8190b08af9a6a3325c23 |
completed | March 8, 2026, 5:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad0f9380648190b4db1b9c92f37831 |
completed | March 8, 2026, 5:56 a.m. |
Created at: March 1, 2026, 8:01 p.m.